Breast Cancer Translational Research Laboratory J.-C. Heuson, Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium.
Department of Oncology, McGill University, Montreal, Canada.
J Natl Cancer Inst. 2020 Jul 1;112(7):708-719. doi: 10.1093/jnci/djz208.
Recent efforts of gene expression profiling analyses recognized at least four different triple-negative breast cancer (TNBC) molecular subtypes. However, little is known regarding their tumor microenvironment (TME) heterogeneity.
Here, we investigated TME heterogeneity within each TNBC molecular subtype, including immune infiltrate localization and composition together with expression of targetable immune pathways, using publicly available transcriptomic and genomic datasets from a large TNBC series totaling 1512 samples. Associations between molecular subtypes and specific features were assessed using logistic regression models. All statistical tests were two-sided.
We demonstrated that each TNBC molecular subtype exhibits distinct TME profiles associated with specific immune, vascularization, stroma, and metabolism biological processes together with specific immune composition and localization. The immunomodulatory subtype was associated with the highest expression of adaptive immune-related gene signatures and a fully inflamed spatial pattern appearing to be the optimal candidate for immune check point inhibitors. In contrast, most mesenchymal stem-like and luminal androgen receptor tumors showed an immunosuppressive phenotype as witnessed by high expression levels of stromal signatures. Basal-like, luminal androgen receptor, and mesenchymal subtypes exhibited an immune cold phenotype associated with stromal and metabolism TME signatures and enriched in margin-restricted spatial pattern. Tumors with high chromosomal instability and copy number loss in the chromosome 5q and 15q regions, including genomic loss of major histocompatibility complex related genes, showed reduced cytotoxic activity as a plausible immune escape mechanism.
Our results demonstrate that each TNBC subtype is associated with specific TME profiles, setting the ground for a rationale tailoring of immunotherapy in TNBC patients.
最近的基因表达谱分析研究至少识别出了四种不同的三阴性乳腺癌(TNBC)分子亚型。然而,关于它们的肿瘤微环境(TME)异质性知之甚少。
在这里,我们使用来自一个包含 1512 个样本的大型 TNBC 系列的公开转录组和基因组数据集,研究了每个 TNBC 分子亚型内的 TME 异质性,包括免疫浸润的定位和组成以及可靶向免疫途径的表达。使用逻辑回归模型评估分子亚型与特定特征之间的关联。所有统计检验均为双侧检验。
我们证明,每个 TNBC 分子亚型都表现出独特的 TME 特征,与特定的免疫、血管生成、基质和代谢生物学过程以及特定的免疫组成和定位相关。免疫调节亚型与适应性免疫相关基因特征的最高表达相关,并且呈现出完全炎症的空间模式,似乎是免疫检查点抑制剂的最佳候选者。相比之下,大多数间质干细胞样和管腔雄激素受体肿瘤表现出免疫抑制表型,这表现在基质特征的高水平表达上。基底样、管腔雄激素受体和间质亚型表现出免疫冷表型,与基质和代谢 TME 特征相关,并富含边界受限的空间模式。具有染色体 5q 和 15q 区域高染色体不稳定性和拷贝数缺失的肿瘤,包括主要组织相容性复合体相关基因的基因组缺失,表现出降低的细胞毒性活性,这可能是一种免疫逃避机制。
我们的研究结果表明,每个 TNBC 亚型都与特定的 TME 特征相关,为 TNBC 患者的免疫治疗提供了合理的依据。